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National Repository of Grey Literature

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	Accuracy Estimates for Surrogate Solutions of Integral Equations by Neural Networks Kůrková, Věra Surrogate solutions of integral equations by neural networks are investigated theoretically. Upper bounds on speed of convergence of approximate solutions computable by neural networks with increasing model complexity to exact solutions described by Fredholm theorem are derived. Detailed record
	Learning as an Inverse Problem in Reproducing Kernel Hilbert Spaces Kůrková, Věra Fulltext: content.csg - PDF Plný tet: v1094-10 - PDF Detailed record
	Modelová složitost při učení na základě vysoce dimensionálních dat Kůrková, Věra Model complexity in learning from high dimensional data is estimated using methods of approximation and integration theory. Detailed record
	An integral upper bound for neural-network approximation Kainen, P.C. ; Kůrková, Věra Fulltext: content.csg - PDF Plný tet: v1023-08 - PDF Detailed record
	Rates of Approximation of Smooth Functions by Gaussian Radial-Basis Networks Kainen, P.C. ; Kůrková, Věra ; Sanguineti, M. Fulltext: content.csg - PDF Plný tet: v976-06 - PDF Detailed record
	Mathematical Modelling of Generalization Kůrková, Věra Learning with generalization can be modeled using regularization, which was developed for a search of stable solutions of tasks for physics. In learning theory generalization can be understood as a certain kind of stability. Detailed record
	Integral Combinations of Heavisides Kainen, P.C. ; Kůrková, Věra ; Vogt, A. Fulltext: content.csg - PDF Plný tet: v968-06 - PDF Detailed record
	A Sobolev-Type Upper Bound for Rates of Approximation by Linear Combinations of Plane Waves Kainen, P.C. ; Kůrková, Věra ; Vogt, A. Fulltext: content.csg - PDF Plný tet: v900-04 - PDF Detailed record
	Machine Learning with Generalization Capability Kůrková, Věra Generalization capability in learning of artificial neutral networks from examples can be modelled mathematically using regularization, which was developed as a tool for stability of solutions inverse problems. Detailed record
	Learning with Generalization Capability by Kernel Methods of Bounded Complexity Kůrková, Věra ; Sanguineti, M. Fulltext: content.csg - PDF Plný tet: v901-03 - PDF Detailed record

National Repository of Grey Literature : 41 records found   11 - 20  jump to record:

See also: similar author names
1	KURKOVÁ, Veronika
1	Kůrková, Vladimíra

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